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Antino Labs - AI / ML Engineer - Data Modeling
Antino Labs Private LimitedGurugram30+ days ago
Job descriptionBachelor's degree in Computer Science, Data Science, Statistics, or related field (Master's preferred) 2+ years of professional experience in AI / ML or related field Various learning paradigms and their applications Different types of ML problems (classification, regression, clustering) Neural network architectures and their applications Model evaluation metrics and performance assessment Hyperparameter optimization methodologies Proficiency in programming languages and ML frameworks Experience with data preprocessing, normalization, and feature engineering Knowledge of similarity search systems for efficient data retrieval Understanding of activation functions and their impact on model performance Ability to determine appropriate model architecture and complexity Experience implementing ensemble learning methods Proficiency with various neural network architectures Understanding of advanced vector search techniques Experience with ML model deployment in production environments Knowledge of different learning approaches for various use cases Background in deep learning architecture design and optimization Experience with large-scale data processing
Job Description : About the Role :
We are seeking a talented AI / ML Engineer to join our innovative team. The ideal candidate will have a strong foundation in artificial intelligence and machine learning concepts, practical experience with model development, and the ability to implement end-to-end AI solutions. This role requires both theoretical knowledge and hands-on expertise to solve complex problems using data-driven approaches.
Key Responsibilities :
- Design, develop, and deploy machine learning models to address business problems
- Select appropriate algorithms based on specific use cases and requirements
- Implement data preprocessing pipelines and feature engineering techniques
- Train, evaluate, and fine-tune models using appropriate metrics and validation methods
- Optimize model performance through hyperparameter tuning and architecture adjustments
- Collaborate with data scientists, engineers, and product teams to integrate AI solutions
- Monitor model performance and implement improvements as needed
- Stay current with the latest advancements in AI / ML research and technologies
Required Skills & Qualifications :
Strong understanding of core ML concepts including :
Preferred Qualifications :
ref : hirist.tech)
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Data Engineer • Gurugram